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step1: weaviate安装

docker-compose up -d

下载中文模型转成向量

GanymedeNil/text2vec-large-chinese

main.py包含数据构造,导入向量数据到weaviate,进行向量数据查询

代码结构

├── [ 488] df.csv ├── [ 755] docker-compose.yml ├── [ 145] downloadmodel.py ├── [1.8K] main.py ├── [ 237] model │   ├── [ 821] config.json │   ├── [ 69] eval_results.txt │   ├── [ 154] model.safetensors -> ../../../../root/.cache/huggingface/hub/models--GanymedeNil--text2vec-large-chinese/blobs/eaf5cb71c0eeab7db3c5171da504e5867b3f67a78e07bdba9b52d334ae35adb3 │   ├── [ 154] pytorch_model.bin -> ../../../../root/.cache/huggingface/hub/models--GanymedeNil--text2vec-large-chinese/blobs/5883cb940ac5509b75e9fe23a9aea62694045849dc8c8c2da2894861a045d7f5 │   ├── [ 443] README.md │   ├── [ 125] special_tokens_map.json │   ├── [ 514] tokenizer_config.json │   ├── [429K] tokenizer.json │   └── [107K] vocab.txt ├── [ 218] README.md └── [ 221] requirements.txt

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